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A Nonlinear Adaptive Beamforming Algorithm Based on Least Squares Support Vector Regression

To overcome the performance degradation in the presence of steering vector mismatches, strict restrictions on the number of available snapshots, and numerous interferences, a novel beamforming approach based on nonlinear least-square support vector regression machine (LS-SVR) is derived in this pape...

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Detalhes bibliográficos
Main Authors: Wang, Lutao, Jin, Gang, Li, Zhengzhou, Xu, Hongbin
Formato: Artigo
Idioma:Inglês
Publicado em: Molecular Diversity Preservation International (MDPI) 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3478850/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s120912424
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